Ludwig Winkler

Automatic detection and analysis of photovoltaic modules in aerial infrared imagery

Sergiu Dotenco, Manuel Dalsass, Ludwig Winkler et al. · 2016 · 79 citations

Engineering, Photovoltaic System, Photovoltaic Power Station +20

Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology

Stefan Studer, Thanh Binh Bui, Christian Drescher et al. · Preprints.org · 2021 · 24 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Unobtrusive heart rate estimation during physical exercise using photoplethysmographic and acceleration data

Patrick Mullan, Christoph M. Kanzler, Benedikt Lorch et al. · 2015 · 20 citations

Interpolating Nonadiabatic Molecular Dynamics Hamiltonian with Bidirectional Long Short-Term Memory Networks

Bipeng Wang, Ludwig Winkler, Yifan Wu et al. · The Journal of Physical Chemistry Letters · 2023 · 14 citations · Full text

Quantum Dynamic, Engineering, Machine Learning +17

High-fidelity molecular dynamics trajectory reconstruction with bi-directional neural networks

Ludwig Winkler, Klaus‐Robert Müller, Huziel E. Sauceda · Machine Learning Science and Technology · 2022 · 11 citations · Full text